Author

Maxim Petrov

AIRI - Artificial Intelligence Research InstituteORCID 0009-0006-6589-836XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:transformer / foundation model· 2 Assay:whole-genome sequencing· 2 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Organism:Drosophila· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Dmitry PenzariD· 2 shared Mikhail BurtseviD· 2 shared Olga L. KardymoniD· 2 shared Veniamin FishmaniD· 2 shared Yuri KuratoviD· 2 shared Aleksei ShmeleviD· 1 shared Alexey Shmelev· 1 shared Denis ShepeliniD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersBioinformatics

Dmitry PenzarORCID

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2 papers

Recent·Most cited

BioinformaticsNucleic Acids ResearchPeer-reviewedDec 26, 2024

GENA-LM: A Family of Open-Source Foundational DNA Language Models for Long Sequences

Veniamin Fishman, Yuri Kuratov, Aleksei Shmelev…·Mikhail Burtsev

GENA-LM introduces transformer-based DNA language models for long sequences, capable of handling up to 36,000 base pairs and supporting multispecies and taxon-specific applications.

137 citationstop 1%

multiple specieswhole-genome sequencing

𝕏 PostBluesky

BioinformaticsbioRxivPreprintApr 26, 2024

GENA-Web - GENomic Annotations Web Inference using DNA language models

Alexey Shmelev, Maxim Petrov, Dmitry Penzar…·Veniamin Fishman

GENA-Web is a web platform using DNA language models to annotate genomic elements, including promoter activity, splice sites, chromatin features, and enhancer activity in Drosophila.

3 citations

humanDrosophila

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